Clinical trials: Predictive Model
Sexually Transmitted Infections (STIs), HIV
Development of a Predictive Model for Sexually Transmitted Infections in Individuals Using Pre-Exposure Prophylaxis for HIV in Spain
Objective: To develop and validate a predictive model for acquiring sexually transmitted infections (STIs) in individuals using HIV pre-exposure prophylaxis (PrEP) within the national program providing this strategy.
- Conditions
- Sexually Transmitted Infections (STIs), HIV, PrEP
- Trial name
- STI_PrEPare (NCT06860945)
- Testing
- No Intervention: Observational Cohort
- Where
- 26 sites in Spain
- Volunteers
- 9,000 people, healthy volunteers welcome
- Sponsor
- Hospital Universitario de Valme
Labor, Induced, Labor, Obstetric
Prediction of Spontaneous Onset of Labor at Term
The study intends to develop a predictive model of spontaneous onset of labor between 39 and 41 weeks of pregnancy in women carrying singletons and without indication of delivery before this date.
- Conditions
- Labor, Induced, Labor, Obstetric, Labor Onset, Predictive Model
- Trial name
- PREDICT (NCT05109247)
- Where
- 3 sites in Switzerland
- Volunteers
- 429 people, healthy volunteers welcome
- Sponsor
- University Hospital, Geneva
Liver Transplantation
A New Prediction Mode for Predicting the Risk of Pressure Injury in Patients Undergoing Liver Transplantation
Pediatric population is at a high-risk of pressure injury (PI). Patients undergoing liver transplantation are more prone to PIs compared with other types of surgery.
- Trial name
- PMPRPIULT (NCT05588271)
- Testing
- Exposures
- Where
- China
- Volunteers
- 1,200 people, healthy volunteers welcome
- Sponsor
- RenJi Hospital
Sport Injury, Hamstring Injury
System Dynamics Model for Acute Non-contact Lower Extremity Injuries Prediction
Despite the extensive research on prevention and prediction strategies, hamstrings strains injury (HSI) persists at a high rate in team sports and specifically in football.
- Conditions
- Sport Injury, Hamstring Injury, Risk Factors, Interaction
- Trial name
- SDLE (NCT05425303)
- Testing
- Exposure to risk for injury
- Where
- Greece
- Volunteers
- 99 people, healthy volunteers welcome
- Sponsor
- University of Patras
Predictive Cancer Model
Prospective Validation of Liver Cancer Risk Computation (LIRIC) Models
The goal of this prospective observational cohort study is to validate previously developed Hepatocellular Carcinoma (HCC) risk prediction algorithms, the Liver Risk Computation (LIRIC) models, which are based on electronic…
- Trial name
- NCT06140823
- Testing
- Liver Risk Computation Model (LIRIC), Liver Risk Computation Model (LIRIC)_cirrhosis, Liver Risk Computation Model (LIRIC)_no_cirrhosis
- Where
- United States
- Volunteers
- 6,000,000 people, healthy volunteers welcome
- Sponsor
- Beth Israel Deaconess Medical Center
Peripheral Nerve Disease
The Development of Diagnosis and Prognosis Predictive Model for Peripheral Nerve Disease
This is a retrospective observational cohort study (MRN-PND), aiming to explore the utility of contrast-enhanced MRN (ceMRN) compared to plain MRN in diagnosing peripheral nerve diseases and predicting the prognosis of patients…
- Trial name
- NCT06843642
- Where
- China
- Volunteers
- 10,000 people, healthy volunteers welcome
- Sponsor
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
BIS, BIS-EEG
Deep Learning Framework for Continuous Depth of Anesthesia Forecasting
The integration of Artificial Intelligence (AI) in anesthesiology offers the potential to shift patient monitoring from reactive to predictive.
- Conditions
- BIS, BIS-EEG, Artifical Intelligence, Intraoperative
- Trial name
- NCT07536230
- Where
- Belgium
- Volunteers
- 115 people, healthy volunteers welcome
- Sponsor
- Universitair Ziekenhuis Brussel
Patient Outcome Assessment
Effect of Predictive Model on ED Physician Assessments of Patient Disposition
The goal of this study is to measure the impact of fairness-aware algorithms on physician predictions of ED patient admission. Using an experimentally validated machine learning model tuned for equitable outcomes, the…
- Trial name
- NCT06434220
- Testing
- Baseline model, Fairness-aware model
- Volunteers
- 10 people, healthy volunteers welcome
- Sponsor
- Boston Children's Hospital
Cognitive Impairment, Predictive Model
Risk Prediction and Its Intelligent Assessment for Cognitive Impairment Among Community-dwelling Older Adults
Cognitive impairment is one of the core early signs of dementia, and it is also a key stage for community-based dementia prevention.
- Conditions
- Cognitive Impairment, Predictive Model, Aging, Cohort
- Trial name
- NCT05385874
- Where
- China
- Volunteers
- 13,228 people, healthy volunteers welcome
- Sponsor
- Peking University Sixth Hospital
Malignant Tumor of Digestive Tract, Risk Factors
Establishment and Validation of a Clinical Predictive Model for Gastrointestinal Cancer Screening Based on Patient-related Risk Factors
Gastrointestinal tumors (esophageal cancer, gastric cancer, colorectal cancer) seriously threaten human health, with a high incidence rate and cancer related hope mortality.
- Trial name
- NCT06118437
- Where
- China
- Volunteers
- 1,550 people, healthy volunteers welcome
- Sponsor
- Air Force Military Medical University, China
Bowel Preparation, Colonoscopy
External Validation of a Predictive Model for Bowel Preparation in Patients Undergoing Colonoscopy
Bowel preparation is closely lined to the quality of colonoscopy, inadequate bowel preparation (IBP) could lead to higher miss rate of adenomas, patients' discomfort and higher health expense.
- Trial name
- NCT04325139
- Testing
- Questionnaire
- Where
- 12 sites in China
- Volunteers
- 600 people, healthy volunteers welcome
- Sponsor
- Air Force Military Medical University, China
Compassion Fatigue
A Predictive Model for Midwives' C F: A Cross-Sectional Study
Compassion fatigue is a professional psychological problem caused by long-term work pressure, resulting in emotional exhaustion and a decline in empathy ability.
- Trial name
- NCT07234344
- Where
- China
- Volunteers
- 209 people, healthy volunteers welcome
- Sponsor
- LanZhou University
Type 1 Diabetes Mellitus
Feasibility Study of PID Versus MPC and HMS
The goal of this proposed study is to explore the feasibility of using a PID (Proportional-Integral-Derivative) controller versus an MPC (Model Predictive Control) controller algorithm in an artificial pancreas system, all other…
- Trial name
- NCT01987206
- Testing
- MPC control algorithm, PID control algorithm
- Where
- United States
- Volunteers
- 10 people, healthy volunteers welcome
- Sponsor
- Sansum Diabetes Research Institute
Gastric Cancer
Measuring the Negative Predictive Value and Specificity of Serum Biomarkers in Gastric Cancer
Atrophic gastritis where the cells of the stomach lining change is the single most important precursor condition for gastric cancer.
- Trial name
- NCT06305169
- Testing
- Gastropanel
- Where
- United Kingdom
- Volunteers
- 440 people, healthy volunteers welcome
- Sponsor
- Sandwell & West Birmingham Hospitals NHS Trust
Pregnancy
Prenatal Music Exposure to Enhance Postnatal Language Development
The goal of this randomized controlled study is to evaluate the effect of prenatal music exposure on infants through two years of age.
- Trial name
- NCT07699536
- Testing
- High dose music Exposure, Education, Low dose music exposure
- Where
- 2 sites in China, Hong Kong
- Volunteers
- 480 people, healthy volunteers welcome
- Sponsor
- Chinese University of Hong Kong